4 projects
kalibr
Outcome-aware LLM routing for production AI agents. Routes between models, tools, and parameters based on real success signals using Thompson Sampling. Automatic fallback, cost optimization, and continuous learning — no redeploy required.
llm-cost-reduction
Reduce LLM costs automatically with outcome-based routing. Use kalibr instead.
llm-cost-optimizer
Automatically reduce LLM API costs. Routes to cheapest model that succeeds. Use kalibr instead.
langchain-kalibr
The first autonomous routing system for AI agents. Routes to the optimal execution path to prevent failures, degradations, and cost spikes before they impact users.
